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Estimating the Creation and Removal Date of Fracking Ponds Using Trend Analysis of Landsat Imagery Rutherford V

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Estimating the Creation and Removal Date of Fracking Ponds Using Trend Analysis of Landsat Imagery Rutherford V Environmental Studies Faculty Publications Environmental Studies 1-5-2018 Estimating the Creation and Removal Date of Fracking Ponds Using Trend Analysis of Landsat Imagery Rutherford V. Platt Gettysburg College David Manthos SkyTruth John Amos SkyTruth Follow this and additional works at: https://cupola.gettysburg.edu/esfac Part of the Environmental Monitoring Commons, and the Oil, Gas, and Energy Commons Share feedback about the accessibility of this item. Platt, Rutherford V., Manthos, David, and Amos, John. "Estimating the Creation and Removal Date of Fracking Ponds Using Trend Analysis of Landsat Imagery." Environmental Management (5 January 2018). This is the author's version of the work. This publication appears in Gettysburg College's institutional repository by permission of the copyright owner for personal use, not for redistribution. Cupola permanent link: https://cupola.gettysburg.edu/esfac/91 This open access article is brought to you by The uC pola: Scholarship at Gettysburg College. It has been accepted for inclusion by an authorized administrator of The uC pola. For more information, please contact [email protected]. Estimating the Creation and Removal Date of Fracking Ponds Using Trend Analysis of Landsat Imagery Abstract Hydraulic fracturing, or fracking, is a process of introducing liquid at high pressure to create fractures in shale rock formations, thus releasing natural gas. Flowback and produced water from fracking operations is typically stored in temporary open-air earthen impoundments, or frack ponds. Unfortunately, in the United States there is no public record of the location of impoundments, or the dates that impoundments are created or removed. In this study we use a dataset of drilling-related impoundments in Pennsylvania identified through the FrackFinder project led by SkyTruth, an environmental non-profit. orF each impoundment location, we compiled all low cloud Landsat imagery from 2000 to 2016 and created a monthly time series for three bands: red, near-infrared (NIR), and the Normalized Difference Vegetation Index (NDVI). We identified the approximate date of creation and removal of impoundments from sudden breaks in the time series. To verify our method, we compared the results to date ranges derived from photointerpretation of all available historical imagery on Google Earth for a subset of impoundments. Based on our analysis, we found that the number of impoundments built annually increased rapidly from 2006 to 2010, and then slowed from 2010 to 2013. Since newer impoundments tend to be larger, however, the total impoundment area has continued to increase. The methods described in this study would be appropriate for finding the creation and removal date of a variety of industrial land use changes at known locations. Keywords Trend analysis, Landsat, BFAST, Hydraulic fracturing, Impoundments, Marcellus shale Disciplines Environmental Monitoring | Environmental Sciences | Oil, Gas, and Energy This article is available at The uC pola: Scholarship at Gettysburg College: https://cupola.gettysburg.edu/esfac/91 Estimating the Creation and Removal Date of Fracking Ponds using Trend Analysis of Landsat Imagery Rutherford V. Platt Gettysburg College 300 N. Washington Street Gettysburg, Pennsylvania 17325 David Manthos John Amos SkyTruth 213 W Washington St Shepherdstown, WV 25443 Corresponding author: Rutherford V. Platt, [email protected], 717-337-6078 Citation: Platt, R.V., D. Manthos, J. Amos. 2018. Estimating the Creation and Removal Date of Fracking Ponds Using Trend Analysis of Landsat Imagery. Environmental Management. 10.1007/s00267-017-0983-4. 1 Acknowledgements Thanks to SkyTruth for the FrackFinder PA Dataset. Thanks also to Gettysburg College research assistants Micaela Edelson ‘17, Sam Donnelly ‘17, Caitlin Rasche ’17, and Cody Kiefer ’17. Abstract Hydraulic fracturing, or fracking, is a process of introducing liquid at high pressure to create fractures in shale rock formations, thus releasing natural gas. Flowback and produced water from fracking operations is typically stored in temporary open-air earthen impoundments, or frack ponds. Unfortunately, in the United States there is no public record of the location of impoundments, or the dates that impoundments are created or removed. In this study we use a dataset of drilling-related impoundments in Pennsylvania identified through the FrackFinder project led by SkyTruth, an environmental non-profit. For each impoundment location, we compiled all low cloud Landsat imagery from 2000-2016 and created a monthly time series for 3 bands: red, near-infrared (NIR), and the Normalized Difference Vegetation Index (NDVI). We identified the approximate date of creation and removal of impoundments from sudden breaks in the time series. To verify our method, we compared the results to date ranges derived from photointerpretation of all available historical imagery on Google Earth for a subset of impoundments. Based on our analysis, we found that the number of impoundments built annually increased rapidly from 2006-2010, and then slowed from 2010-2013. Since newer impoundments tend to be larger, however, the total impoundment area has continued to increase. The methods described in this study would be appropriate for finding the creation and removal date of a variety of industrial land use changes at known locations. Keywords trend analysis, Landsat, BFAST, hydraulic fracturing, impoundments, wastewater, Marcellus shale 2 Introduction Hydraulic fracturing, or fracking, is a process for extracting natural gas from layers of shale rock under extreme pressure. Gas production through hydraulic fracturing produces massive amounts of wastewater that represents a potential public health risk. Once a well has been drilled, millions of liters of water, chemicals, and sand are injected at high pressure. Flowback water then returns to the surface for several weeks after hydraulic fracturing, but before gas production begins (Vidic et al. 2013). Thereafter, produced water returns to the surface along with the gas produced by the well. Frack ponds are temporary open-air earthen impoundments that store flowback and produced water. Many of the chemicals used in fracking are known carcinogens and have been shown to cause health effects related to the skin, respiratory and gastrointestinal systems, kidneys, and endocrine systems (Colborn et al. 2011). People can be exposed to frack chemicals via a number of pathways, including from contaminated groundwater, treated wastewater in rivers and streams, and water in frack pits and ponds. Groundwater may be contaminated when there is poor well integrity. Studies in Pennsylvania, West Virginia, and Ohio have found that there are elevated methane concentrations in drinking well near natural gas wells (Darrah 2014, Jackson et al. 2013, Osborn et al. 2011). Wastewater may be contaminated when treatment is incomplete; treated water in Pennsylvania has been found to have elevated levels of chloride, bromide, barium, and radium above background levels (Warner et al. 2013). Wastewater volume has increased substantially since 2008 and has increasingly been treated on-site, reused, or disposed through injection (Rahm et al. 2013). As of 2016 the U.S. Environmental Protection Agency (EPA) banned the disposal of wastewater at public sewage plants (EPA 2016). Untreated wastewater in frack ponds may also be highly contaminated. A study of evaporation pits in New Mexico revealed high concentrations of chemicals on EPA lists of reportable toxic chemicals (Colborn et al. 2011). Frack ponds are a potentially major source of hazardous air pollution since they contain easily evaporable chemicals such as formaldehyde, acrylamide, naphthalene, and others (Shonkoff et al. 2014). In Pennsylvania, unconventional natural gas activity metrics were found to be associated with increased 3 asthma exacerbations (Rasmussen et al. 2016). Despite the air pollution potential, no states require air monitoring of waste materials from fracking and other oil and gas facilities (EPA 2014). To better evaluate the potential public health effects associated with fracking impoundments, it is important to identify where and when fracking activities and wastewater storage have taken place. Past studies have used both manual and automated image classification to identify the location of oil and gas infrastructure. Manual image interpretation has long been successfully used to distinguish oil and gas infrastructure from other types of disturbances (Pasher et al. 2013). A study focusing on the Northern Great Plains successfully used Rapid Land Cover Mapping (RLCM), a manual photo interpretation procedure, to determine the area affected by energy development (Preston and Kim 2016). Other studies have used ancillary data as a starting point for manual classification. For example, researchers examined the (often inaccurate) point locations of wells in the Colorado Oil and Gas Conservation Commission’s dataset and then manually digitized actual well location and infrastructure (Baynard et al. 2017). While manual classification is usually accurate, it is difficult to scale up to large areas or time series. Automated image classification has also been used to identify oil and gas infrastructure, and is more practical over larger areas or time series. In one study, automated detection of oil and gas infrastructure was found to be highly accurate when the infrastructure is associated with large high-contrast forest clearings (Baker et al. 2013, He et al. 2010).
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